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Electrokinetic detection and separation of living algae in a microfluidic chip: implication for ship’s ballast water analysis

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Abstract

Detecting living algae from treated ship’s ballast water is an important task for port state control (PSC) under the requirement of the International Ballast Water Convention. In this paper, electrokinetic detection and separation of living algae from NaClO- and UV-treated ship’s ballast water in a microfluidic chip are presented. The electrokinetic movement of algae in a straight poly ethylene glycol (PEG)–modified PDMS microchannel filled with 10% PEG solution was measured by using an optical microscope. The experimental results show that the moving velocity of dead algae is lower by more than 80% in comparison with living algae. The decreased velocity is larger for larger dead algae and the velocity is decreased to zero for dead algae larger than 6 μm in diameter. A curve was obtained to evaluate the vitality of algae with similar moving velocity but different sizes. Electrokinetic separation of living algae from a mixture sample in a straight channel was also achieved. The method presented in this paper provides a moving velocity–based approach for quickly evaluating the living status of algae in treated ship’s ballast water.

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Data availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  • Akram AC, Noman S, Moniri-javid R, Gizicki JP, Reed EA, Singh SB, Basu AS, Banno F, Fujimoto M, Ram JL (2015) Development of an automated ballast water treatment verification system utilizing fluorescein diacetate hydrolysis as a measure of treatment efficacy. Water Res 70:404–413

    Article  CAS  Google Scholar 

  • Añasco NC, Koyama J, Imai S, Nakamura K (2008) Toxicity of residual chlorines from hypochlorite-treated seawater to marine Amphipod Hyale barbicornisand Estuarine Fish Oryzias javanicus. Water Air Soil Pollut 195(1–4):129–136

    Article  CAS  Google Scholar 

  • Bradie J, Broeg K, Gianoli C, He J, Heitmüller S, Lo Curto A, Nakata A, Rolke M, Schillak L, Stehouwer P, Byllaardt JV, Veldhuis M, Welschmeyer N, Younan L, Zaake A, Bailey S (2018a) A shipboard comparison of analytic methods for ballast water compliance monitoring. J Sea Res 133:11–19

    Article  Google Scholar 

  • Bradie J, Gianoli C, He J, Lo Curto A, Stehouwer P, Veldhuis M, Welschmeyer N, Younan L, Zaake A, Bailey SA (2018b) Detection of uv-treatment effects on plankton by rapid analytic tools for ballast water compliance monitoring immediately following treatment. J Sea Res 133:177–184

    Article  Google Scholar 

  • Byllaardt JV, Adams JK, Casas-Monroy O, Bailey SA (2018) Examination of an indicative tool for rapidly estimating viable organism abundance in ballast water. J Sea Res 133:29–35

    Article  Google Scholar 

  • Casas-Monroy O, Chan PS, Linley RD, Byllaardt JV, Kydd J, Bailey SA (2016) Comparison of three techniques to evaluate the number of viable phytoplankton cells in ballast water after ultraviolet irradiation treatment. J Appl Phycol 28(5):2821–2830

    Article  Google Scholar 

  • Drake JM, Lodge DM (2004) Global hot spots of biological invasions: evaluating options for ballast-water management. Proc R Soc B-Biol Sci 271:575–580

    Article  Google Scholar 

  • Drake LA, Tamburri MN, First MR, Smith GJ, Johengen TH (2014) How many organisms are in ballast water discharge? A framework for validating and selecting compliance monitoring tools. Mar Pollut Bull 86(1–2):122–128

    Article  CAS  Google Scholar 

  • Ewerts H, Barnard S, Swanepoel A (2017) The impact of zeta potential changes on Ceratium hirundinella cell removal and the ability of cells to restore its natural surface charge during drinking water purification. RSC Adv 7(36):22433–22440

    Article  CAS  Google Scholar 

  • First MR, Drake LA (2013) Approaches for determining the effects of UV radiation on microorganisms in ballast water. Manag Biol Invasion 4(2):87–99

    Article  Google Scholar 

  • First MR, Drake LA, Molina V, Moser CS, RobbinsWamsley SH, Riley SC, Buckley EN, Cangelosi AA, Carney KJ, Johengen TH, Purcell H, Reavie ED, Smith GH, Tamburri MH (2018) A test of the framework designed to evaluate compliance monitoring devices for ballast water discharge. Mar Pollut Bull 9:505–513

    Google Scholar 

  • Garoma T, Yazdi RE (2019) Investigation of the disruption of algal biomass with chlorine. BMC Plant Biol 19:18

    Article  Google Scholar 

  • Garvey M, Moriceau B, Passow U (2007) Applicability of the FDA assay to determine the viability of marine phytoplankton under different environmental conditions. Mar Ecol-Prog Ser 352(12):1431–1437

    Google Scholar 

  • Gollasch S, David M, Francé J (2015) Quantifying indicatively living phytoplankton cells in ballast water samples - recommendations for Port State Control. Mar Pollut Bull 101(2):768–775

    Article  CAS  Google Scholar 

  • Gutierrez A, Zhang Y, Assaad A, France X, Adouani N, Pons MN (2014) Assessment of field fluorometers. Water Sci Technol 70(8):1335–1340

    Article  CAS  Google Scholar 

  • Hashemi N, Erickson JS, Golden JP, Jackson KM (2011) Microflow cytometer for optical analysis of phytoplankton. Biosens Bioelectron 26(11):4263–4269

    Article  CAS  Google Scholar 

  • Heraud P, Beardall J (2000) Changes in chlorophyll fluorescence during exposure of Dunaliella tertiolecta to UV radiation indicate a dynamic interaction between damage and repair processes. Photosynth Res 63(2):123–134

    Article  CAS  Google Scholar 

  • Hodson RE, Holm-Hansen O, Azam F (1976) Improved methodology for ATP determination in marine environments. Mar Biol 34(2):143–149

    Article  CAS  Google Scholar 

  • Hunter BL, Laws EA (1981) ATP and chlorophyll a as estimators of phytoplankton carbon biomass. Limnol Oceanogr 26:944–956

    Article  CAS  Google Scholar 

  • Hyun B, Cha HG, Lee N, Yum S, Baek SH, Shin K (2018) Development of an ATP assay for rapid onboard testing to detect living microorganisms in ballast water. J Sea Res 133:73–80

    Article  Google Scholar 

  • Ives KJ (1959) The significance of surface electric charge on algae in water purification. Biotechnol Bioeng 1(1):37–47

    Article  Google Scholar 

  • Keller RP, Drake JM, Drew MB, Lodge DM (2011) Linking environmental conditions and shipmovements to estimate invasive species transport across the global shipping network. Divers Distrib 17:93–102

    Article  Google Scholar 

  • Koivunen J, Heinonen-Tanski H (2005) Inactivation of enteric microorganisms with chemical disinfectants, UV radiation and combined chemical/UV treatments. Water Res 39(8):1519–1526

    Article  CAS  Google Scholar 

  • Lee J, Choi EJ, Rhie K (2015) Validation of algal viability treated with total residual oxidant and organic matter by flow cytometry. Mar Pollut Bull 97(1–2):95–104

    Article  CAS  Google Scholar 

  • Lo Curto A, Stehouwer P, Gianoli C, Schneider G, Raymond M (2018) Ballast water compliance monitoring: a new application for ATP. J Sea Res 133:124–133

    Article  Google Scholar 

  • MacIntyre HL, Cullen JJ (2016) Classification of phytoplankton cells as live or dead using the vital stains fluorescein diacetate and 5-chloromethylfluorescein diacetate. J Phycol 52(4):572–589

    Article  CAS  Google Scholar 

  • Maranda Y, Lacroix G (1983) Temporal variability of zooplankton biomass (ATP content and dry weight) in the St Lawrence Estuary: advective phenomena during neap tide. Mar Biol 73:247–255

    Article  CAS  Google Scholar 

  • Martinez RE, Pokrovsky OS, Schott J, Oelkers EH (2008) Surface charge and zeta-potential of metabolically active and dead cyanobacteria. J Colloid Interface Sci 323(2):317–325

    Article  CAS  Google Scholar 

  • Mozes N, Handley PS, Busscher HJ, Rouxhet PG (1991) Microbial cell surface analysis: structural and physicochemical methods. VCH Verlagsgesellschaft mbH

  • Mozes N, Marchal F, Hermesse MP, Van Haecht JL, Reuliaux L, Leonard AJ, Rouxhet PG (1987) Immobilization of microorganisms by adhesion: interplay of electrostatic and nonelectrostatic interactions. Biotechnol Bioeng 30(3):439–450

    Article  CAS  Google Scholar 

  • Myers VB, Iverson RL, Harriss RC (1975) The effect of salinity and dissolved organic matter on surface charge characteristics of some euryhaline phytoplankton. J Exp Mar Biol Ecol 17(1):59–68

    Article  CAS  Google Scholar 

  • Novitsky JA (1987) Microbial growth rates and biomass production in a marine sediment: evidence for a very active but mostly nongrowing community. Appl Environ Microbiol 53:2368–2372

    Article  CAS  Google Scholar 

  • Olsen RO, Hess-Erga OK, Larsen A, Thuestad G, Tobiesen A, Hoell IA (2015) Flow cytometric applicability to evaluate UV inactivation of phytoplankton in marine water samples. Mar Pollut Bull 96(1–2):279–285

    Article  CAS  Google Scholar 

  • Peperzak L, Brussaard CP (2011) Flow cytometric applicability of fluorescent vitality probes on phytoplankton. J Phycol 47(3):692–702

    Article  Google Scholar 

  • Pérez JM, Jofre M, Martínez P, Yáñez MA, Catalan A, Parker A, Veldhuis M, Pruneri V (2017) CMOS based image cytometry for detection of phytoplankton in ballast water. Biomed Opt Express 8(2):1240–1249

    Article  Google Scholar 

  • Reavie ED, Cangelosi AA, Allinger LE (2010) Assessing ballast water treatments: evaluation of viability methods for ambient freshwater microplankton assemblages. J Gt Lakes Res 36(3):0–547

    Article  CAS  Google Scholar 

  • Romero-Martínez L, Van Slooten C, Nebot E, Acevedo-Merino A, Peperzak L (2017) Assessment of imaging-in-flow system (FlowCAM) for systematic ballast water management. Sci Total Environ 603-604:550–561

    Article  CAS  Google Scholar 

  • Ruiz GM, Rawlings TK, Dobbs FC, Drake LA, Mullady T, Huq A, Colwell RR (2000) Global spread of microorganisms by ships. Nature 408:49–50

    Article  CAS  Google Scholar 

  • Shannon T, Hatch WI, Fitt WK (2009) Evidence of photosynthate translocation in an algal-acoel symbiotic system: an in vivo, qualitative approach. J Exp Mar Biol Ecol 382(1):69–75

    Article  Google Scholar 

  • Song Y, Li M, Yang J, Wang J, Pan X, Sun Y, Li D (2014) Capacitive detection of living microalgae in a microfluidic chip. Sens Actuator B-Chem 194:164–172

    Article  CAS  Google Scholar 

  • Song Y, Wang J, Yang J, Wu Y, Li N, Gong N, Pan X, Sun Y, Li D (2012a) Algae detection and ship’s ballast water analysis by a microfluidic lab-on-chip device. Instrum Sci Technol 40(4):305–315

    Article  CAS  Google Scholar 

  • Song Y, Yang J, Shi X, Jiang H, Wu Y, Peng R, Wang Q, Gong N, Pan X, Sun Y, Li D (2012b) DC dielectrophoresis separation of marine algae and particles in a microfluidic chip. Sci China-Chem 55(4):524–530

    Article  CAS  Google Scholar 

  • Stehouwer P, Liebich V, Peperzak L (2013) Flow cytometry, microscopy, and DNA analysis as complementary phytoplankton screening methods in ballast water treatment studies. J Appl Phycol 25(4):1047–1053

    Article  CAS  Google Scholar 

  • Steinberg MK, Lemieux EJ, Drake LA (2011) Determining the viability of marine protists using a combination of vital, fluorescent stains. Mar Biol 158(6):1431–1437

    Article  Google Scholar 

  • Sudhaharan T, Reddy AR (2000) Metal ion mediated inhibition of firefly bioluminescence: a possibility via a quaternary complex. Indian J Biochem Biophys 37(4):256–267

    CAS  Google Scholar 

  • Suggett DJ, Borowitzka MA, Prášil O (2011) Chlorophyll a fluorescence in aquatic sciences: methods and applications. Springer, Dordrecht

    Google Scholar 

  • Taki K, Seki T, Mononobe S, Kato K (2008) Zeta potential measurement on the surface of blue-green algae particles for micro-bubble process. Water Sci Technol 57(1):19–25

    Article  CAS  Google Scholar 

  • Tree JA, Adams MR, Lees DN (2003) Chlorination of indicator bacteria and viruses in primary sewage effluent. Appl Environ Microbiol 69:2038–2043

    Article  CAS  Google Scholar 

  • Van Slooten C, Wijers T, Buma AGJ, Peperzak L (2015) Development and testing of a rapid, sensitive ATP assay to detect living organisms in ballast water. J Appl Phycol 27(6):2299–2312

    Article  CAS  Google Scholar 

  • Wang J, Sun J, Song Y, Xu Y, Pan X, Sun Y, Li D (2013) A label-free microfluidic biosensor for activity detection of single microalgae cells based on chlorophyll fluorescence. Sensors 13(12):16075–16089

    Article  CAS  Google Scholar 

  • Zhang S, Chen X, Yang D, Gong W, Wang Q, Xiao J (2003) Effects of the chlorination for ballast water. In: IMO Proc 2nd Inter Bal Wat Treat R&D Symp. 148-157

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Funding

The authors wish to thank the financial support of the National Natural Science Foundation of China (51679023, 51979019), Liaoning BaiQianWan Talents Program and Liaoning Nature Science Foundation (2019MS027) to Y. Song, the Fundamental Research Funds for the Central Universities (3132019336), and the Natural Sciences and Engineering Research Council of Canada through a research grant (RGPIN-03622) to D. Li.

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Contributions

Yongxin Song: conceptualization, methodology, writing - original draft.

Zhen Li: data curation, formal analysis.

Angran Feng: data curation, formal analysis.

Junyan Zhang: data curation, formal analysis.

Zhijian Liu: data curation, formal analysis.

Dongqing Li: supervision, project administration. writing - review and editing.

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Correspondence to Dongqing Li.

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Song, Y., Li, Z., Feng, A. et al. Electrokinetic detection and separation of living algae in a microfluidic chip: implication for ship’s ballast water analysis. Environ Sci Pollut Res 28, 22853–22863 (2021). https://doi.org/10.1007/s11356-020-12315-5

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